Journal papers (Peer reviewed papers)

  1. Takatsugu Hirayama, Jean-Baptiste Dodane, Hiroaki Kawashima, Takashi Matsuyama,
    "Estimates of User Interest Using Timing Structures between Proactive Content-display Updates and Eye Movements",
    IEICE Transactions on Information and Systems, Vol.E93-D, No.6, pp.1470-1478, 2010 [pdf].
  2. Ryo Yonetani, Hiroaki Kawashima, Takatsugu Hirayama, Takashi Matsuyama,
    "Mental Focus Analysis Using the Spatio-temporal Correlation between Visual Saliency and Eye Movements",
    Information Processing Society of Japan Journal, Vol.52, No.10 (Journal of Information Processing, Vol.20, No.1, pp.267-276), 2011 [pdf].
  3. Akisato Kimura, Ryo Yonetani, Takatsugu Hirayama,
    "Computational Models of Human Visual Attention and Their Implementations: A Survey",
    IEICE Transactions on Information and Systems, Vol.E96-D, No.3, pp.562-578, 2013 (Invited paper, IEICE ISS best paper award) [online].
  4. Takatsugu Hirayama, Kenji Mase, Kazuya Takeda,
    "Analysis of Temporal Relationships between Eye Gaze and Peripheral Vehicle Behavior for Detecting Driver Distraction",
    International Journal of Vehicular Technology, Vol.2013, Article ID 285927, 2013 [pdf][online].
  5. Shohei Usui, Fujio Toriumi, Masato Matsuo, Takatsugu Hirayama, Kenji Mase,
    "Greedy Network Growth Model of Social Network Service",
    Computational Intelligence and Intelligent Informatics, Vol.18, No.4, pp.590-597, 2014.
  6. Shohei Usui, Fujio Toriumi, Masato Matsuo, Takatsugu Hirayama, Yu Enokibori, Kenji Mase,
    "Proposal for a Generalized Network Growth Model of Social Network Service",
    The Journal of Computational Intelligence and Intelligent Informatics, Vol.18, No.4, pp.590-597, 2014.
  7. Michimasa Inaba, Naoyuki Iwata, Fujio Toriumi, Takatsugu Hirayama, Yu Enokibori, Kenichi Takahashi, Kenji Mase,
    "Statistical Response Method and Learning Data Acquisition Using Gamified Crowdsourcing for a Non-task-oriented Dialogue Agent",
    Lecture Notes in Computer Science, Vol.8946, pp.119-136, Springer, 2015 [online].
  8. Shohei Usui, Fujio Toriumi, Takatsugu Hirayama, Yu Enokibori, Kenji Mase,
    "Why Did False Rumors Diffuse after the 2011 Earthquake off the Pacific Coast of Tohoku? Impact Analysis of the Network Structure",
    Electronics and Communications in Japan, Vol.98, No.9, pp.1-13, 2015 [online].
    (Translated from Denki Gakkai Ronbunshi, Vol.133-C, No.9, pp.1796-1805, 2013.)
  9. Xueting Wang, Takatsugu Hirayama, Kenji Mase,
    "Viewpoint Sequence Recommendation Based on Contextual Information for Multiview Video",
    IEEE MultiMedia, Vol.22, No.3, pp.40-50, 2015 (Invited paper) [online].
  10. Takatsugu Hirayama, Toshiya Ohira, Kenji Mase,
    "Top-down Visual Attention Estimation Using Spatially Localized Activation Based on Linear Separability of Visual Features",
    IEICE Transactions on Information and Systems, Vol.E98-D, No.12, pp.2308-2316, 2015 [pdf][online].
  11. Kensho Hara, Takatsugu Hirayama, Kenji Mase,
    "Simultaneous Recognition of Human Action and Its Location Estimation Basedon Multiview Hough Voting",
    Electronics and Communications in Japan, Vol.99, No.1, 2016 [online].
    (Translated from Denki Gakkai Ronbunshi, Vol.134-C, No.5, pp.634-642, 2014.)
  12. Kensho Hara, Takatsugu Hirayama, Kenji Mase,
    "Vote Distribution Model for Hough-based Action Detection",
    IEICE Transactions on Information and Systems, Vol.E99-D, No.11, pp.2796-2808, 2016 [pdf][online].
  13. Takatsugu Hirayama, Kenji Mase, Chiyomi Miyajima, Kazuya Takeda,
    "Classification of Driver's Neutral and Cognitive Distraction States Based on Peripheral Vehicle Behavior in Driver's Gaze Transition",
    IEEE Transactions on Intelligent Vehicles, Volume 1, Issue 2, pp.148-157, 2016 [online].
  14. Xueting Wang, Kensho Hara, Yu Enokibori, Takatsugu Hirayama, Kenji Mase,
    "Personal Viewpoint Navigation based on Object Trajectory Distribution for Multi-view Videos",
    IEICE Transactions on Information and Systems, Vol.E101-D, No.1, pp.193-204, 2018 [pdf][online].
  15. Yuki Imaeda, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase,
    "Pedestrian Detectability Estimation Considering Visual Adaptation to Drastic Illumination Change",
    IEICE Transactions on Information and Systems, Vol.E101-D, No.5, pp.1457-1462, 2018 [pdf][online].
  16. Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase,
    "Estimating the Visual Variety of Concepts by Referring to Web Popularity",
    Multimedia Tools and Applications, Volume 78, Issue 7, pp.9463-9488, 2019 [online].
  17. Kazuma Takahashi, Tatsumi Hattori, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "Estimation of the Attractiveness of Food Photography Based on Image Features",
    IEICE Transactions on Information and Systems, 2019 [pdf][online].
  18. Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Hiroshi Murase,
    "Misalignment Recognition Using Markov Random Fields with Fully Connected Latent Variables for Detecting Localization Failures",
    IEEE Robotics and Automation Letters, Volume 4, Issue 4, pp.3955-3962, 2019 [online].
  19. Andrey Alekseenko, Hien Q. Dang, Gaurav Bansal, Javier Sanchez-Medina, Takatsugu Hirayama, Chiyomi Miyajima, Ichiro Ide, Kazuya Takeda,
    "ITS+DM Hackathon (ITSC 2017): Lane Departure Prediction with Naturalistic Driving Data",
    IEEE Intelligent Transportation Systems Magazine, Volume 11, Issue 4, pp.78-93, 2019 [online].
  20. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Jiang-Yu Zheng, Hiroshi Murase,
    "Attribute-Aware Loss Function for Accurate Semantic Segmentation Considering the Pedestrian Orientations",
    IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E103-A, No.1, pp.231-242, 2020 [online].
  21. Marc A. Kastner, Ichiro Ide, Frank Nack, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase,
    "Estimating the Imageability of Words by Mining Visual Characteristics from Crawled Image Data",
    Multimedia Tools and Applications, Volume 79, Issue 25-26, pp.18167-18199, 2020 [online].
  22. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase,
    "Semantic Localization Considering Uncertainty of Object Recognition",
    IEEE Robotics and Automation Letters, 2020 [online].
  23. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase,
    "ColAtt-Net: In Reducing the Ambiguity of Pedestrian Orientations on Attribute-Aware Semantic Segmentation Task",
    IEEJ Transactions on Electrical and Electronic Engineering, Vol.16, No.2, pp.295-306, 2020 [online].
  24. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase,
    "Experimental Stability Analysis of Neural Networks in Classification Problems with Confidence Sets for Persistence Diagrams",
    Neural Networks, 2021 [online].
  25. Marc A. Kastner, Kazuki Umemura, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase, Shin'Ichi Satoh,
    "Imageability- and Length-Controllable Image Captioning",
    IEEE Access, Volume 9, pp.162951-162961, 2021 [online].
  26. Naoki Akai, Yasuhiro Akagi, Takatsugu Hirayama, Takayuki Morikawa, Hiroshi Murase,
    "Detection of Localization Failures Using Markov Random Fields With Fully Connected Latent Variables for Safe LiDAR-Based Automated Driving",
    IEEE Transactions on Intelligent Transportation Systems, Vol.23, No.10, pp.17130-17142, 2022 [online].
  27. Hailong Liu, Takatsugu Hirayama, Luis Yoichi Morales, Hiroshi Murase,
    "Implicit Interaction with an Autonomous Personal Mobility Vehicle: Relations of Pedestrians’ Gaze Behavior with Situation Awareness and Perceived Risks",
    International Journal of Human-Computer Interaction, 2022 [online].
  28. Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Takatsugu Hirayama, Yasutomo Kawanishi, Keisuke Doman, Daisuke Deguchi,
    "Computational Measurement of Perceived Pointiness from Pronunciation",
    Multimedia Tools and Applications, Volume 83, pp.26183-26210, 2023 [online].
  29. Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide,
    "Interpolating the Text-to-Image Correspondence Based on Phonetic and Phonological Similarities for Nonword-to-Image Generation",
    IEEE Access, Volume 12, pp.41299-41316, 2024 [online].
  30. 4 submitted papers.
  31. 29 published papers in Japanese, 1 published paper in Korean.

Books, chapters

  1. Chiyomi Miyajima, Masataka Mori, Takatsugu Hirayama, Norihide Kitaoka, Kazuya Takeda,
    "Integrated Modeling of Driver Gaze and Vehicle Operation Behavior During Lane Changes",
    Vehicle Systems and Driver Modeling DSP, - Human-to-Vehicle Interfaces, Driver Behavior, and Safety -, De Gruyter, pp.133-142, 2017 [online].

Conference papers (Peer reviewed proceedings)

  1. Takehiko Abe, Takatsugu Hirayama, Haruhiko Kimura, Takashi Oyabu,
    "Research of the Support System to Identify Face Using Simulated Breeding",
    The 3rd Asia-Pacific Conference on Industrial Engineering and Management Systems, 2000.
  2. Takatsugu Hirayama, Yoshio Iwai, Masahiko Yachida,
    "Person Identification System Robust for Facial Scale Variants",
    IEEE International Workshop on Cues in Communication (with CVPR 2001), 2001.
  3. Takatsugu Hirayama, Yoshio Iwai, Masahiko Yachida,
    "Face Recognition Based on Efficient Facial Scale Estimation",
    The 2nd International Workshop on Articulated Motion and Deformable Objects (LNCS 2492), pp. 201-212, 2002.
  4. Takatsugu Hirayama, Yoshio Iwai, Masahiko Yachida,
    "Face Recognition System Using Accurate and Rapid Estimation of Facial Position and Scale",
    The 4th International Conference on Audio- and Video-Based Biometric Person Authentication (LNCS 2688), pp. 154-163, 2003.
  5. Takatsugu Hirayama, Yoshio Iwai, Masahiko Yachida,
    "Integrated Estimation of Facial Scale and Position",
    IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, pp. 222-227, 2003.
  6. Takatsugu Hirayama, Yoshio Iwai and Masahiko Yachida,
    "Face Recognition System Using Efficient Methods for Facial Scale Variations",
    SICE Annual Conference 2003, pp. 1360-1365, 2003.
  7. Takatsugu Hirayama, Yoshio Iwai, Masahiko Yachida,
    "Parallelization between Face Localization and Person Identification",
    The 6th International Conference on Automatic Face and Gesture Recognition (FG), pp. 183-188, 2004.
  8. Takatsugu Hirayama, King-Foong Lew, Yoshio Iwai and Masahiko Yachida,
    "Face Detection and Facial Personation Prevention by Using Infrared Images",
    SICE Annual Conference 2004.
  9. Takatsugu Hirayama, Yoshio Iwai, Masahiko Yachida,
    "Face Authentication System with Facial Personation Prevention by Using Infrared Images",
    The 2nd International Symposium on Systems and Human Science "Complex Systems for Safety, Security and Reliability", 2005.
  10. Yoshio Iwai, Takatsugu Hirayama, Masahiko Yachida,
    "Development of Biometric Authentication API Based on Face Recognition -BioAPI++",
    The 2nd International Symposium on Systems and Human Science "Complex Systems for Safety, Security and Reliability", 2005.
  11. Yuuki Kosaka, Takatsugu Hirayama, Yoshio Iwai, Masahiko Yachida,
    "People Tracking and Action Recognition System Using Omnidirectional Images",
    SICE Annual Conference 2005, No. WP1-16-4, pp. 3584-3589, 2005.
  12. Masahiro Nishiyama, Hiroaki Kawashima, Takatsugu Hirayama, Takashi Matsuyama,
    "Facial Expression Representation based on Timing Structures in Faces",
    IEEE International Workshop on Analysis and Modeling of Faces and Gestures (with ICCV 2005, LNCS 3723), pp. 140-154, 2005 [online].
  13. Tetsuro Onishi, Takatsugu Hirayama, Takashi Matsuyama,
    "What does the Face-Turning Action Imply in Consensus Building Dialogue?",
    International Workshop on Machine Learning and Multimodal Interaction (LNCS 5237), pp. 26-37, 2008 [online].
  14. Akihiro Kobayashi, Junji Satake, Takatsugu Hirayama, Hiroaki Kawashima, Takashi Matsuyama,
    "Person-Independent Face Tracking Based on Dynamic AAM Selection",
    The 8th International Conference on Automatic Face and Gesture Recognition (FG), 2008 [online].
  15. Jean-Baptiste Dodane, Takatsugu Hirayama, Hiroaki Kawashima, Takashi Matsuyama,
    "Estimation of User Interest Using Time Delay Features between Proactive Content Presentation and Eye Movements",
    The 3rd International Conference on Affective Computing and Intelligent Interaction (ACII), pp.201-208, 2009.
  16. Ryo Yonetani, Hiroaki Kawashima, Takatsugu Hirayama, Takashi Matsuyama,
    "Gaze Probing: Event-Based Estimation of Objects Being Focused On",
    The 20th International Conference on Pattern Recognition (ICPR), 2010 (IBM Best student paper award) [online].
  17. Takatsugu Hirayama, Yasuyuki Sumi, Tatsuya Kawahara, Takashi Matsuyama,
    "Info-concierge: Proactive Multi-modal Interaction Based on Mind Probing",
    The Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2011), 2011 [pdf].
  18. Takatsugu Hirayama, Kenji Mase, Kazuya Takeda,
    "Detection of Driver Distraction based on Temporal Relationship between Eye-Gaze and Peripheral Vehicle Behavior",
    The 15th IEEE Intelligent Transportation Systems Conference (ITSC 2012), 2012 [online].
  19. Masataka Mori, Chiyomi Miyajima, Pongtep Angkititrakul, Takatsugu Hirayama, Yiyang Li, Norihide Kitaoka, Kazuya Takeda,
    "Measuring Driver Awareness based on Correlation between Gaze Behavior and Risks of Surrounding Vehicles",
    The 15th IEEE Intelligent Transportation Systems Conference (ITSC 2012), 2012 [online].
  20. Erina Ishikawa, Ryo Yonetani, Hiroaki Kawashima, Takatsugu Hirayama, Takashi Matsuyama,
    "Semantic Interpretation of Eye Movements Using Designed Structures of Displayed Contents",
    The 4th Workshop on Eye Gaze in Intelligent Human Machine Interaction: Eye Gaze and Multimodality (with ICMI 2012), 2012 [online].
  21. Shohei Usui, Fujio Toriumi, Masato Matsuo, Takatsugu Hirayama, Yu Enokibori, Kenji Mase,
    "Proposal for a Generalized Network Growth Model of Social Network Service",
    The 5th International Workshop on Emergent Intelligence on Networked Agents (WEIN'13 with AAMAS 2013), 2013.
  22. Masataka Mori, Chiyomi Miyajima, Takatsugu Hirayama, Norihide Kitaoka, Kazuya Takeda,
    "Analysis of Lane Change Maneuvers Based on Driver Gaze and Vehicle Operation Behavior",
    International Conference on Driver Distraction and Inattention (DDI 2013), 2013.
  23. Shohei Usui, Fujio Toriumi, Takatsugu Hirayama, Kenji Mase,
    "Analysis of Influential Features for Information Diffusion",
    ASE/IEEE International Conference on Social Computing, 2013 [online].
  24. Masataka Mori, Chiyomi Miyajima, Takatsugu Hirayama, Norihide Kitaoka, Kazuya Takeda,
    "Comparison of Lane Change Behavior of Expert and Non-Expert Drivers,"
    The 2nd International Symposium on Future Active Safety Technology toward Zero Traffic Accidents (FAST-zero'13), 2013.
  25. Takashi Bando, Masumi Egawa, Hiroyuki Okuda, Hitoshi Terai, Takatsugu Hirayama, Chiyomi Miyajima, Daisuke Deguchi, Katsuhiko Kaji, Kazuya Takeda, Tatsuya Suzuki,
    "Repressing Overtrust: Driver Cooperated Driving Support Systems,"
    The 2nd International Symposium on Future Active Safety Technology toward Zero Traffic Accidents (FAST-zero'13), 2013.
  26. Masataka Mori, Chiyomi Miyajima, Takatsugu Hirayama, Norihide Kitaoka, Kazuya Takeda,
    "Integrated Modeling of Multiple Driving Behavior Signals to Estimate Risk Level of Lane Change Maneuvers",
    The 6th Biennial Workshop on Digital Signal Processing for In-Vehicle Systems, 2013.
  27. Kentaro Hitomi, Takashi Bando, Masumi Egawa, Hiroyuki Okuda, Hitoshi Terai, Takatsugu Hirayama, Chiyomi Miyajima, Daisuke Deguchi, Katsuhiko Kaji, Kazuya Takeda, Tatsuya Suzuki,
    "Toward Well-Balanced Man-Machine Cooperation in Vehicle",
    The 6th Biennial Workshop on Digital Signal Processing for In-Vehicle Systems, 2013.
  28. Masataka Mori, Chiyomi Miyajima, Takatsugu Hirayama, Norihide Kitaoka, Kazuya Takeda,
    "Integrated Modeling of Driver Gaze and Vehicle Operation Behavior to Estimate Risk Level During Lane Changes",
    The 16th IEEE Intelligent Transportation Systems Conference (ITSC 2013), 2013 [online].
  29. Yusuke Tanaka, Takashi Bando, Masumi Egawa, Hiroyuki Okuda, Hitoshi Terai, Takatsugu Hirayama, Chiyomi Miyajima, Daisuke Deguchi, Katsuhiko Kaji, Kazuya Takeda, Tatsuya Suzuki,
    "Toward the Development of a Driver Support System for Repressing Overtrust and Overreliance",
    The 20th ITS World Congress 2013, 2013.
  30. Atsushi Iwatsuki, Takatsugu Hirayama, Kenji Mase,
    "Analysis of Soccer Coach's Eye Gaze Behavior",
    International Joint Workshop on Advanced Sensing/Visual Attention and Interaction (with ACPR 2013), 2013 [pdf].
  31. Kensho Hara, Takatsugu Hirayama, Kenji Mase,
    "Simultaneous Action Recognition and Localization Based on Multi-View Hough Voting",
    The 2nd Asian Conference on Pattern Recognition (ACPR), 2013 [online].
  32. Fumiharu Tomiyasu, Takatsugu Hirayama, Kenji Mase,
    "Wide-Range Feature Point Tracking with Corresponding Point Search and Accurate Feature Point Tracking with Mean-Shift",
    Workshop on Recent Advances in Computer Vision and Pattern Recognition (with ACPR 2013), 2013.
  33. Takatsugu Hirayama, Takafumi Marutani, Daishi Tanoue, Shogo Tokai, Sidney Fels, Kenji Mase,
    "Agent-Assisted Multi-Viewpoint Video Viewer and Its Gaze-Based Evaluation",
    The 6th Workshop on Eye Gaze in Intelligent Human Machine Interaction (with ICMI 2013), 2013 [online].
  34. Masataka Mori, Chiyomi Miyajima, Takatsugu Hirayama, Norihide Kitaoka, Kazuya Takeda,
    "Use of Driver Gaze Information for Detecting Risky Lane Changes",
    RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing, 2014 (Best student paper award).
  35. Toshiya Ohira, Takatsugu Hirayama, Shohei Usui, Shota Sato, Kenji Mase,
    "Top-down Visual Attention Computational Model Using Visual Feature Distribution of Search Target",
    Workshop on Attention Models in Robotics: Visual Systems for Better HRI (with HRI 2014), 2014 [online].
  36. Michimasa Inaba, Naoyuki Iwata, Fujio Toriumi, Takatsugu Hirayama, Yu Enokibori, Kenichi Takahashi, Kenji Mase,
    "Constructing a Non-task-oriented Dialogue Agent using Statistical Response Method and Gamification",
    International Conference on Agents and Artificial Intelligence, 2014.
  37. Yuki Muramatsu, Takatsugu Hirayama, Kenji Mase,
    "Video Generation Method Based on User's Tendency of Viewpoint Selection for Multi-view Video Contents",
    The 5th Augmented Human International Conference (Augmented Human'14), 2014 [online].
  38. Takatsugu Hirayama, Takafumi Marutani, Sidney Fels, Kenji Mase,
    "Analysis of Gaze Behavior while using a Multi-Viewpoint Video Viewer",
    ACM Symposium on Eye Tracking Research and Applications (ETRA 2014), 2014 (Best short paper award) [online].
  39. Shohei Usui, Fujio Toriumi, Takatsugu Hirayama, Kenji Mase,
    "Analysis of Information Diffusion on Directed Networks",
    The 6th International Workshop on Emergent Intelligence on Networked Agents (WEIN'14 with AAMAS 2014), 2014.
  40. Fang Chaowei, Takatsugu Hirayama, Kenji Mase,
    "Free-viewpoint Video Synthesis of Soccer Match using Video Texture Catalog from Multiple Camera Sources",
    International Conference on 3D Systems and Applications (3DSA), 2014.
  41. Shohei Usui, Fujio Toriumi, Takatsugu Hirayama, Kenji Mase,
    "Analysis of Information Diffusion Focusing on Directed Network",
    International School and Conference on Network Science (NetSci2014), 2014.
  42. Takatsugu Hirayama, Shota Sato, Kenji Mase, Chiyomi Miyajima, Kazuya Takeda,
    "Analysis of Peripheral Vehicular Behavior in Driver's Gaze Transition: Differences between Driver's Neutral and Cognitive Distraction States",
    The 17th IEEE Intelligent Transportation Systems Conference (ITSC 2014), 2014 [online].
  43. Kensho Hara, Takatsugu Hirayama, Kenji Mase,
    "Trend-sensitive Hough Forests for Action Detection",
    IEEE International Conference on Image Processing (ICIP 2014), 2014 [online].
  44. Xueting Wang, Yuki Muramatsu, Takatsugu Hirayama, Kenji Mase,
    "Context-dependent Viewpoint Sequence Recommendation System for Multi-view Video",
    IEEE International Symposium on Multimedia (ISM 2014), 2014 (Best paper award) [online].
  45. Chiyomi Miyajima, Suguru Yamazaki, Takashi Bando, Kentaro Hitomi, Hitoshi Terai, Hiroyuki Okuda, Takatsugu Hirayama, Masumi Egawa, Tatsuya Suzuki, Kazuya Suzuki,
    "Analyzing Driver Gaze Behavior and Consistency of Decision Making During Automated Driving",
    IEEE Intelligent Vehicles Symposium (IV 2015), 2015 [online].
  46. Satoshi Yokoi, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "Typicality Analysis of the Combination of Ingredients in a Cooking Recipe for Assisting the Arrangement of Ingredients",
    The 7th Workshop on Multimedia for Cooking and Eating Activities (CEA 2015 with ICME 2015), 2015 [online].
  47. Hitoshi Terai, Hiroyuki Okuda, Kentaro Hitomi, Takashi Bando, Chiyomi Miyajima, Takatsugu Hirayama, Yuki Shinohara, Masumi Egawa, Kazuya Takeda,
    "An Experimental Study on the Difference in Drivers' Decision-making Behavior during Manual and Supported Driving",
    The 6th International Conference on Applied Human Factors and Ergonomics (AHFE 2015), 2015 [online].
  48. Hiroki Matsunaga, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "Tastes and Textures Estimation of Foods Based on the Analysis of its Ingredients List and Image",
    The 1st International Workshop on Multimedia Assisted Dietary Management (MADiMa 2015, LNCS 9281), pp.326-333, 2015 [online].
  49. Junki Seko, Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada,
    "Investigating Memory Recall by Visualization of Photo Network",
    The 2nd Ubicomp Workshop on Ubiquitous Technologies To Augment The Human Mind, 2015 [online].
  50. Kentarou Hitomi, Hitoshi Terai, Hiroyuki Okuda, Takashi Bando, Chiyomi Miyajima, Takatsugu Hirayama, Yuki Shinohara, Masumi Egawa, Kazuya Takeda,
    "Effect of Automatic Lane Changing on Driver's Behaviour Decision Process",
    The 3rd International Symposium on Future Active Safety Technology toward Zero Traffic Accidents (FAST-zero'15), pp.551-557, 2015.
  51. Takuya Inoue, Tomokazu Takahashi, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Takayuki Kurozumi, Kunio Kashino,
    "Image Transformation of Eye Areas for Synthesizing Eye-contacts in Video Conferencing",
    The 11th International Conference on Computer Vision Theory and Applications (VISAPP 2016), 2016.
  52. Hiroya Inoue, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "A Classification Method of Cooking Operations Based on Eye Movement Patterns",
    ACM Symposium on Eye Tracking Research and Applications (ETRA 2016), 2016 [online].
  53. Atsushi Iwatsuki, Takatsugu Hirayama, Junya Morita, Kenji Mase,
    "Skilled Gaze Behavior Extraction based on Dependency Analysis of Gaze Patterns on Video Scenes",
    ACM Symposium on Eye Tracking Research and Applications (ETRA 2016), 2016 [online].
  54. Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "A Study on Estimating the Attractiveness of Food Photography",
    The 1st International Workshop on Attractiveness Computing in Multimedia (ACM 2016 with BigMM 2016), 2016 [online].
  55. Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada,
    "Modeling Autobiographical Memory from Photo Libraries",
    The 14th International Conference on Cognitive Modeling (ICCM 2016), 2016.
  56. Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada,
    "Model-based Reminiscence: Guiding Mental Time Travel by Cognitive Modeling",
    The 4th International Conference on Human-Agent Interaction, 2016 [online].
  57. Shintarou Hayamizu, Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada,
    "EEG Features Representing Cognitive and Emotional States Evoked by Personal Pictures",
    The 3rd International Conference on Universal Village (UV 2016), 2016.
  58. Xueting Wang, Kensho Hara, Yu Enokibori, Takatsugu Hirayama, Kenji Mase,
    "Personal Multi-view Viewpoint Recommendation based on Trajectory Distribution of the Viewing Target",
    ACM Multimedia 2016 [online].
  59. Wataru Hashiguchi, Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada, Mayu Yokoya,
    "Multimodal Biofeedback System Integrating Low-Cost Easy Sensing Devices",
    The 18th International Conference on Multimodal Interaction (ICMI 2016), 2016 [online].
  60. Yuki Imaeda, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase,
    "Can a Driver Assistance System Determine if a Driver is Perceiving a Pedestrian?: Consideration of the Driver’s Visual Adaptation to Illumination Change",
    The 12th International Conference on Computer Vision Theory and Applications (VISAPP 2017), 2017.
  61. Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "Estimation of the Attractiveness of Food Photography Focusing on Main Ingredients",
    The 9th Workshop on Multimedia for Cooking and Eating Activities (CEA 2017 with IJCAI 2017), 2017 [online].
  62. Hiroki Takimoto, Magali Philippe, Yasutomo Kawanishi, Ichiro Ide, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase,
    "Detection of Similar Geo-Regions based on Visual Concepts in Social Photos",
    Pacific-Rim Conference on Multimedia (PCM 2017), 2017 [online].
  63. Wataru Hashiguchi, Junya Morita, Takatsugu Hirayama, Kenji Mase,
    "Proposal and Evaluation of An Adaptive Agent for Stress Control Training using Multimodal Biological Signals",
    HAI2017 Workshop on Representation Learning for Human and Robot Cognition, 2017.
  64. Hirotaka Kato, Takatsugu Hirayama, Yasutomo Kawanishi, Keisuke Doman, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "Toward Describing Human Gaits by Onomatopoeias",
    The 7th IEEE Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2017 with ICCV 2017), 2017 [online].
  65. Xueting Wang, Yu Enokibori, Takatsugu Hirayama, Kensho Hara, Kenji Mase,
    "User Group based Viewpoint Recommendation using User Attributes for Multiview Videos",
    Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes (MUSA 2017 with ACMMM 2017), 2017 [online].
  66. Yuki Umezawa, Takatsugu Hirayama, Yu Enokibori, Kenji Mase,
    "Egocentric Video Multi-viewer for Analyzing Skilled Behaviors based on Gaze Object",
    The 23rd International Conference on Intelligent User Interfaces Companion, Article No.33, 2018 [online].
  67. Jinseok Moon, Junya Morita, Yu Enokibori, Takatsugu Hirayama, Albert Ali Salah, Kenji Mase, Yoshiyuki Hatakeyama, Hirotaka Kaji,
    "Predicting Signs of Drowsiness from Drivers Blinking and Driving Behavior",
    The 8th Biennial Workshop on DSP for In-Vehicle and Mobile Systems, 2018.
  68. Fumito Shinmura, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Hironobu Fujiyoshi,
    "Estimation of Driver's Insight for Safe Passing Based on Pedestrian Attributes",
    The 21st IEEE International Conference on Intelligent Transportation Systems (ITSC), 2018 [online].
  69. Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Hiroshi Murase,
    "Toward Localization-Based Automated Driving in Highly Dynamic Environments: Comparison and Discussion of Observation Models",
    The 21st IEEE International Conference on Intelligent Transportation Systems (ITSC), 2018 [online].
  70. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Jiang Yu Zheng, Hiroshi Murase,
    "Attribute-Aware Semantic Segmentation of Road Scenes for Understanding Pedestrian Orientations",
    The 21st IEEE International Conference on Intelligent Transportation Systems (ITSC), 2018 [online].
  71. Takashi Maeda, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase,
    "Analyzing Headlight Flicker Patterns for Improving the Pedestrian Detectability from a Driver",
    The 21st IEEE International Conference on Intelligent Transportation Systems (ITSC), 2018 [online].
  72. Yuki Kodama, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidehisa Nagano, Kunio Kashino,
    "Localizing the Gaze Target of a Crowd of People",
    International Workshop on Attention/Intention Understanding (AIU with ACCV 2018), 2018 [online].
  73. Akinori Sato, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase,
    "Gaze-inspired Learning for Estimating the Attractiveness of a Food Photo",
    The 20th IEEE International Symposium on Multimedia (ISM), 2018 [online].
  74. Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Yasuhiro Akagi, Hailong Liu, Hiroshi Murase,
    "Driving Behavior Modeling Based on Hidden Markov Models with Driver's Eye-Gaze Measurement and Ego-Vehicle Localization",
    The 30th IEEE Intelligent Vehicles Symposium (IV), 2019 [online].
  75. Yasutomo Kawanishi, Ichiro Ide, Lu Chen, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase,
    "Similar Seasonal-Geo-Region Mining Based on Visual Concepts in Social Media Photos",
    The 5th IEEE International Conference on Multimedia Big Data (BigMM), 2019 [online].
  76. Hailong Liu, Toshihiro Hiraoka, Takatsugu Hirayama, Dongmin Kim,
    "Saliency Difference Based Objective Evaluation Method for a Superimposed Screen of the HUD with Various Background",
    The 14th IFAC Symposium on Analysis Design and Evaluation of Human Machine Systems, 2019 [online].
  77. Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales Saiki, Hiroshi Murase,
    "Safety Criteria Analysis for Negotiating Blind Corners in Personal Mobility Vehicles Based on Driver's Attention Simulation on 3D Map",
    The 22nd IEEE International Conference on Intelligent Transportation Systems (ITSC), 2019 [online].
  78. Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase,
    "An Analysis of how Driver Experience affects Eye-Gaze Behavior for Robotic Wheelchair Operation",
    The 5th International Workshop on Egocentric Perception, Interaction and Computing (EPIC with ICCV), 2019 [online].
  79. Naoki Akai, Luis Yoichi Morales Saiki, Takatsugu Hirayama, Hiroshi Murase,
    "Misalignment Recognition Using Markov Random Fields with Fully Connected Latent Variables for Detecting Localization Failures",
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019.
  80. Hirotaka Kato, Takatsugu Hirayama, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase,
    "More-Natural Mimetic Words Generation for Fine-Grained Gait Description",
    The 26th International Conference on Multimedia Modeling, 2020 [online].
  81. Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase,
    "Browsing Visual Sentiment Datasets Using Psycholinguistic Groundings",
    The 26th International Conference on Multimedia Modeling, 2020 [online].
  82. Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Mayuu Iwasaki, Atsushi Tsukada,
    "Occlusion-Aware Skeleton Trajectory Representation for Abnormal Behavior Detection",
    The 26 the International Workshop on Frontiers of Computer Vision (IW-FCV), 2020 [online].
  83. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase,
    "Hybrid Localization Using Model and Learning-Based Methods: Fusion of Monte Carlo and E2E Localizations Via Importance Sampling",
    IEEE International Conference on Robotics and Automation (ICRA), pp.6469-6475, 2020 [online].
  84. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase,
    "Performance Boost of Attribute-aware Semantic Segmentation via Data Augmentation for Driver Assistance",
    The 8th International Conference on Information and Communication Technology (ICoICT), 2020 [online].
  85. Kazuki Itabashi, Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada,
    "Interactive Model-based Reminiscence Using a Cognitive Model and Physiological Indices",
    International Conference on Cognitive Modeling (ICCM), 2020.
  86. Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase,
    "Modeling Eye-Gaze Behavior of Electric Wheelchair Drivers Via Inverse Reinforcement Learning",
    The 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC), 2020 [online].
  87. Hailong Liu, Takatsugu Hirayama, Luis Yoichi Morales, Hiroshi Murase,
    "What Timing for an Automated Vehicle to Communicate Its Driving Intentions to Pedestrians for Improving Their Perception of Safety?",
    The 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC), 2020 [online].
  88. Hao Cheng, Hailong Liu, Takatsugu Hirayama, Fumito Shinmura, Naoki Akai, Hiroshi Murase,
    "Automatic Interaction Detection between Vehicles and Vulnerable Road Users During Turning at an Intersection",
    The 31st IEEE Intelligent Vehicles Symposium (IV), 2020 [online].
  89. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase,
    "3D Monte Carlo Localization with Efficient Distance Field Representation for Automated Driving in Dynamic Environments",
    The 31st IEEE Intelligent Vehicles Symposium (IV), 2020 [online].
  90. Chihaya Matsuhira, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase,
    "Imageability Estimation using Visual and Language Features",
    ACM International Conference on Multimedia Retrieval (ICMR), 2020 [online].
  91. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase,
    "Semantic Localization Considering Uncertainty of Object Recognition",
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020.
  92. Kazuki Umemura, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase,
    "Tell as You Imagine: Sentence Imageability-Aware Image Captioning",
    The 27th International Conference on Multimedia Modeling, 2021 [online].
  93. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase,
    "Persistent Homology in LiDAR-Based Ego-Vehicle Localization",
    The 32nd IEEE Intelligent Vehicles Symposium (IV), 2021 (Best paper finalists).
  94. Hailong Liu, Takatsugu Hirayama, Masaya Watanabe,
    "Importance of Instruction for Pedestrian-Automated Driving Vehicle Interaction with an External Human Machine Interface:
    Effects on Pedestrians' Situation Awareness, Trust, Perceived Risks and Decision Making",
    The 32nd IEEE Intelligent Vehicles Symposium (IV), 2021.
  95. Chihaya Matsuhira, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase,
    "Pointedness of an Image: Measuring How Pointy an Image is Perceived",
    The 23rd International Conference on Human-Computer Interaction (HCII), 2021 [online].
  96. Naoki Akai, Shota Matsubayashi, Kazuhisa Miwa, Takatsugu Hirayama, Hiroshi Murase,
    "Navigation Style Classification Using Persistent Homology",
    IEEE/SICE International Symposium on System Integration (SII), 2022.
  97. Ryusei Hata, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase,
    "Detection of Distant Eye-contact Using Spatio-temporal Pedestrian Skeletons",
    The 25th IEEE International Conference on Intelligent Transportation Systems (ITSC), 2022 [online].
  98. Hideaki Takahira, Yasutomo Kawanishi, Takatsugu Hirayama, Hiroshi Murase, Daisuke Deguchi,
    "Analysis of Gaze while Viewing Videos at Various Playback Speeds",
    The 29th International Display Workshops, 2022.
  99. Da Huo, Marc A. Kastner, Tingwei Liu, Yasutomo Kawanishi, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide,
    "Small Object Detection for Birds with Swin Transformer",
    The 18th International Conference on Machine Vision Applications, 2023 (Runner-up solution award).
  100. Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide,
    "Nonword-to-Image Generation Considering Perceptual Association of Phonetically Similar Words",
    The 1st International Workshop on Multimedia Content Generation and Evaluation: New Method and Practice (McGE with ACMMM), 2023 [online].
  101. Akira Yoshida, Chihaya Matsuhira, Hirotaka Kato, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide,
    "Discovering phonesthemic clusters in readings of Kanji characters toward exploring phonestheme in Japanese",
    The 37th Pacific Asia Conference on Language, Information and Computation (PACLIC), 2023 [online].
  102. Hiroto Murakami, Jialei Chen, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase,
    "Pedestrian's Gaze Object Detection in Traffic Scene",
    The 19th International Conference on Computer Vision Theory and Applications (VISAPP), 2024 [online].
  103. Yui Miyakawa, Chihaya Matsuhira, Hirotaka Kato, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide,
    "Do LLMs agree with humans on emotional associations to nonsense words?",
    The 13th Workshop on Cognitive Modeling and Computational Linguistics (CMCL with ACL), 2024 [online].
  104. Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Ichiro Ide,
    "Investigating Conceptual Blending of a Diffusion Model for Improving Nonword-to-Image Generation",
    ACM Multimedia, 2024 [online] (Best paper nomination).
  105. 1 accepted paper.

Conference presentations

  1. Takashi Matsuyama, Hiroaki Kawashima, Takatsugu Hirayama,
    "Taxonomy of Human Communications",
    International Workshop on Interaction Dynamics, Embodiment, and Implicit Primordial Knowledge Model, 2008.
  2. Erina Ishikawa, Ryo Yonetani, Takatsugu Hirayama, Takashi Matsuyama,
    "Analysis of Gaze Mirroring Effects",
    International Joint Workshop on Advanced Sensing/Visual Attention and Interaction, 2013.
  3. Takatsugu Hirayama, Kenji Mase, Kazuya Takeda,
    "Timing Analysis of Driver Gaze under Cognitive Distraction toward Peripheral Vehicle Behavior",
    International Joint Workshop on Advanced Sensing/Visual Attention and Interaction, 2013.
  4. Masataka Mori, Chiyomi Miyajima, Takatsugu Hirayama, Norihide Kitaoka, Kazuya Takeda,
    "Modeling Driver Gaze and Vehicle Operation Behavior During Lane Changes",
    International Joint Workshop on Advanced Sensing/Visual Attention and Interaction, 2013.
  5. Takatsugu Hirayama,
    "Driver Gaze Behavior Analysis Focused on Relationships with Driving Contexts",
    The 10th Asia-Pacific Conference on Vision (Proceedings of i-Perception), 2014 (Invited talk).
  6. Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada,
    "Cognitive Modeling of Life Story: Reconstructing Our Memories from a Photo Library",
    The 37th Annual Cognitive Science Society Meeting (COGSCI), 2015.
  7. Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada,
    "Mirroring Autobiographical Memory by Cognitive Architecture",
    International Conference on Biologically Inspired Cognitive Architectures (BICA), 2015 (Invited talk).
  8. Naoki Akai, Luis Yoichi Morales, Kyle Sama, Hailong Liu, Takatsugu Hirayama, Hiroshi Murase,
    "Towards Social Autonomous Navigation Utilizing ML Techniques",
    Workshop on New horizons in Cognitive Robotics and AI:
    Exploiting Recent Advances for Predictive Control and Prospective Interaction between Agents (with ICRA 2018), 2018.
  9. Luis Yoichi Morales, Naoki Akai, Takatsugu Hirayama, Hiroshi Murase,
    "Towards Social Mobility: Shared Planning for Multiple Personal Mobility Vehicles",
    Workshop on Social Human-Robot Interaction of Human-Care Service Robots (with HRI 2019), 2019.
  10. Kazuki Umemura, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase,
    "Estimating the Imageability of a sentence for image caption evaluation",
    Japan-Taiwan Joint Workshop on Multimedia and HCI, 2019.
  11. Takatsugu Hirayama, Takashi Maeda, Hailong Liu, Luis Yoichi Morales Saiki, Naoki Akai, Hiroshi Murase,
    "Establishing Safer Human-Vehicle Visual Interaction at Night",
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019 (Late Breaking Result Poster) [poster].
  12. Hailong Liu, Takatsugu Hirayama, Luis Yoichi Morales, Hiroshi Murase,
    "What Is the Gaze Behavior of Pedestrians in Interactions with an Automated Vehicle When They Do Not Understand Its Intentions?",
    arXiv:2001.01340, 2020 [online].
  13. Hailong Liu, Takatsugu Hirayama, Luis Yoichi Morales, Hiroshi Murase,
    "What Timing for an Automated Vehicle to Communicate Its Driving Intentions to Pedestrians for Improving Their Perception of Safety?",
    arXiv:2003.00689, 2020 [online].
  14. Hailong Liu, Takatsugu Hirayama, Masaya Watanabe,
    "Importance of Instruction for Pedestrian-automated Driving Car Interaction with an External Human Machine Interface",
    arXiv:2102.07958, 2021 [online].
  15. Hao Cheng, Li Feng, Hailong Liu, Takatsugu Hirayama, Hiroshi Murase, Monika Sester,
    "Interaction Detection Between Vehicles and Vulnerable Road Users: A Deep Generative Approach with Attention",
    arXiv:2105.03891, 2021 [online].
  16. Hirotaka Kato, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide, Yasutomo Kawanishi, Takahiro Komamizu, Daisuke Deguchi, Hiroshi Murase,
    "Intuitive Gait Modeling using Mimetic-Words for Gait Description and Generation",
    The 5th International Conference on Multimedia Information Processing and Retrieval, 2022 (Invited paper).
  17. Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide,
    "IPA-CLIP: Integrating Phonetic Priors into Vision and Language Pretraining",
    arXiv:2303.03144, 2023 [online].
  18. Hailong Liu, Takatsugu Hirayama,
    "Pre-instruction for Pedestrians Interacting Autonomous Vehicles with an eHMI: Effects on Their Psychology and Walking Behavior",
    arXiv:2303.08380, 2023 [online].
  19. Naoki Akai, Yasuhiro Akagi, Takatsugu Hirayama, Takayuki Morikawa, Hiroshi Murase,
    "Detection of Localization Failures Using Markov Random Fields With Fully Connected Latent Variables for Safe LiDAR-Based Automated Driving",
    The 33rd IEEE Intelligent Vehicles Symposium (IV), 2023.

Patents

  1. Gaze target determination device and gaze target determination method, US/2011/0141010 A1, US 13/057,857, 2011.
  2. Degree of interest estimating device and degree of interest estimating method, US/2013/0091515 A1, US 13/701,540, 2013.

Rewards

  1. Honor student award from Nara National College of Technology (1998)
  2. Best paper award at the Human Interface Society of Japan (2008)
  3. 8th ACM Symposium on Eye Tracking Research and Applications, Best short paper award (2014)
  4. IEICE ISS best paper award (2014)
  5. 16th IEEE International Symposium on Multimedia, Best paper award (2014)
  6. 18th International Conference on Machine Vision Applications, Small Object Detection Challenge for Spotting Birds, Runner-Up Solution Award (2023)

International projects

  1. 2020 MSRA Collaborative Research (CORE16), "Application oriented attractive image captioning", Participant

Activities in international society

  1. International Conference on Computer Vision (ICCV) 2009, Local Arrangement Member
  2. IEEE Conference on Automatic Face and Gesture Recognition (FG) 2011, Program Committee
  3. ACM Multimedia 2012, Web & Social Media Co-chair
  4. ACM International Conference on Multimodal Interaction (ICMI) 2013, Doctoral Consortium Co-chair
  5. International Joint Workshop on Advanced Sensing/Visual Attention and Interaction 2013, Co-organizer
  6. International Conference on Pattern Recognition (ICPR) 2014, Technical Committee
  7. IEICE Transactions on Information and Systems, Associate Editor (2015-2019)
  8. Asian Conference on Pattern Recognition (ACPR) 2015, Program Committee
  9. International Workshop on Attractiveness Computing in Multimedia (ACM) 2016, Program Committee
  10. International Conference on Pattern Recognition (ICPR) 2016, Technical Committee
  11. ACM International Conference on Multimodal Interaction (ICMI) 2016, Sponsorship Co-chair
  12. The First International Workshop on Human Activity Analysis with Highly Diverse Cameras (HDC) 2017, Program Committee
  13. International Workshop on Attractiveness Computing in Multimedia (ACM) 2017, Program Committee
  14. Asian Conference on Pattern Recognition (ACPR) 2017, Program Committee
  15. The 8th International Workshop on Human Behavior Understanding (HBU) in conjunction with the 2nd International Workshop on Automatic Face Analytics for Human Behavior Understanding (FaceHUB) 2018, Co-organizer
  16. International Conference on Pattern Recognition (ICPR) 2018, Technical Committee
  17. The 8th Biennial Workshop on DSP for In-Vehicle and Mobile Systems 2018, Conference Co-chair
  18. International Workshop on Attention/Intention Understanding 2018, Program Committee
  19. The 2nd IEEE Intelligent Transportation Systems Data Mining Hackathon 2018, Co-organizer
  20. ACM Symposium on Eye Tracking Research and Applications (ETRA) 2019, Program Committee
  21. Asian Conference on Pattern Recognition (ACPR) 2019, Program Committee
  22. IV 2020 Workshop on Anomaly Handling for Self-Driving Car (AHSDC), Co-organizer
  23. International Joint Conference on Artificial Intelligence (IJCAI) 2020, Program Committee
  24. ACM International Conference on Multimodal Interaction (ICMI) 2020, Program Committee
  25. The 32nd IEEE Intelligent Vehicles Symposium (IV) 2021, Local Arrangement Co-chair
  26. The 32nd IEEE Intelligent Vehicles Symposium (IV) 2021, Associate Editor
  27. IEICE Transactions on Information and Systems, Special Section on Human Communication IV, Guest Associate Editor (2022)
  28. ACM International Conference on Multimodal Interaction (ICMI) 2021, Senior Program Committee
  29. IEICE Transactions on Information and Systems, Special Section on Human Communication, Guest Associate Editor (2024)
  30. ACM Symposium on Eye Tracking Research and Applications (ETRA) 2019, Editorial Board